default_scope = 'mmdet'

default_hooks = dict(
    timer=dict(type='IterTimerHook'),
    logger=dict(type='LoggerHook', interval=10),
    param_scheduler=dict(type='ParamSchedulerHook'),
    checkpoint=dict(
        type='CheckpointHook',
        interval=1,
        max_keep_ckpts=2,
        save_best=['coco/bbox_mAP'],
        rule='greater'),
    sampler_seed=dict(type='DistSamplerSeedHook'),
    visualization=dict(type='DetVisualizationHook'))

env_cfg = dict(
    cudnn_benchmark=False,
    mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0),
    dist_cfg=dict(backend='nccl'),
)

vis_backends = [
    dict(type='LocalVisBackend'),
    dict(
        type='WandbVisBackend',
        init_kwargs=dict(project='PanicleDet'),
        define_metric_cfg={'coco/bbox_mAP': 'max'})]
visualizer = dict(
    type='DetLocalVisualizer', vis_backends=vis_backends, name='visualizer')
log_processor = dict(type='LogProcessor', window_size=50, by_epoch=True)

log_level = 'INFO'
load_from = None
resume = False

randomness = dict(seed=42, diff_rank_seed=True)
